By Lorenza Saitta,Jean-Daniel Zucker
This e-book first presents the reader with an summary of the notions of abstraction proposed in quite a few disciplines via evaluating either commonalities and differences. After discussing the characterizing homes of abstraction, a proper version, the KRA model, is gifted to trap them. This version makes the thought of abstraction simply appropriate via the advent of a collection of abstraction operators and abstraction styles, reusable throughout diverse domain names and purposes.
It is the influence of abstraction in man made Intelligence, advanced platforms and laptop studying which creates the middle of the book. A basic framework, in response to the KRA model, is gifted, and its pragmatic energy is illustrated with 3 case reviews: Model-based prognosis, Cartographic Generalization, and studying Hierarchical Hidden Markov Models.
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Abstraction in Artificial Intelligence and Complex Systems by Lorenza Saitta,Jean-Daniel Zucker